Cybersecurity radar: tools and trends

Momentum based on available 7-day snapshots for Cybersecurity: measured with two snapshots, estimated otherwise. Each value shows its own source window. This page reads stored snapshots only.

Radar filters

What’s changing

Of 20 comparable tools in Cybersécurité, 20 are increasing, 0 are stable, and 0 are declining. reverse-skill has the largest measured increase: +4544 GitHub stars. These movements describe only changes in metrics collected over the period.

Measured period: 2026-08-27 to 2026-09-03

Tool ranking

Ranked by measured growth, normalized across sources. Raw values keep their source-specific window, shown under each tool; a change requires at least two snapshots from the last 7 days.

  1. 1

    Agent
    Active

    PentestCode - Multi-agent AI penetration testing system with persistent engagement state, strategic coordination, and parallel autonomous operations.

    TypeScriptLicense: MIT
    • ai-agents
    • ai-security
    • ai-security-tool
    • anthropic
    • autonomous-agents

    githubmeasured growthOpen source ↗

    601GitHub stars+113 (+23.2 %)
  2. 2

    Skill
    Active

    817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI,…

    PythonLicense: Apache-2.0
    • ai-agents
    • claude-code
    • cloud-security
    • cybersecurity
    • devsecops

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/mukul975/Anthropic-Cybersecurity-Skills ~/.claude/skills/Anthropic-Cybersecurity-Skills

    32 043GitHub stars+630 (+2.0 %)
  3. 3

    Agent
    Active

    Autonomous Offensive Security, Bug Bounty & Red Teaming Agent Framework powered by Hermes Agent, specialized reasoning skills, and multi-model LLM orchestration.

    PythonLicense: Apache-2.0
    • ai-agent
    • appsec
    • bug-bounty
    • cvss-v3
    • cybersecurity

    githubmeasured growthOpen source ↗

    725GitHub stars+99 (+15.8 %)
  4. 4

    Other
    Active

    发现藏在前端代码里的 API，验证未授权访问风险 · 动态浏览器追踪 × JavaScript 静态分析

    PythonLicense: MIT
    • api-discovery
    • api-security
    • bug-bounty
    • penetration-testing
    • playwright

    githubmeasured growthOpen source ↗

    325GitHub stars+65 (+25.0 %)
  5. 5

    Agent
    Active

    基于 AI Agent + MCP 工具链 + 渗透 Skill 编排， 配合大语言模型， 自然语言输入 → 自动完成「信息收集 → 漏洞发现 → 漏洞利用 → 报告生成」全流程。

    PythonLicense: MIT
    • ai
    • ai-agent
    • ai-tools
    • ctf
    • cybersecurity

    githubmeasured growthOpen source ↗

    3 192GitHub stars+181 (+6.0 %)
  6. 6

    Other
    Active

    AI-powered bug bounty hunting toolkit that works with or without subscription.

    PythonLicense: MIT
    • ai-security
    • bug-bounty
    • bugcrowd
    • claude-ai
    • claude-code

    githubmeasured growthOpen source ↗

    4 673GitHub stars+200 (+4.5 %)
  7. 7

    Agent
    Active

    Agent-driven automated CVE discovery platform for source code auditing, vulnerability verification, and report generation.

    PythonLicense: AGPL-3.0
    • agent
    • ai-security
    • code-audit
    • cve
    • fastapi

    githubmeasured growthOpen source ↗

    1 386GitHub stars+100 (+7.8 %)
  8. 8

    Agent
    Active

    DeepSec — AI Security Offense & Defense Platform. Shield audits AI-generated code for hallucinated packages, missing safeguards & AI pattern errors in real time. Spear automates authorized penetration testing with 40+ skill packs, from…

    PythonLicense: MIT
    • agent
    • ai
    • ai-agents
    • aisecurity
    • cybersecurity

    githubmeasured growthOpen source ↗

    382GitHub stars+36 (+10.4 %)
  9. 9

    Agent
    Active

    Autonomous penetration testing using a swarm of AI agents. Orchestrates recon, classification, exploitation, and reporting specialists with ReAct reasoning — supports bug bounty, continuous monitoring, and CTF modes. Built with Go, Claude…

    GoLicense: AGPL-3.0
    • ai-agents
    • bug-bounty
    • cybersecurity
    • offensive-security
    • penetration-testing

    githubmeasured growthOpen source ↗

    2 444GitHub stars+54 (+2.3 %)
  10. 10

    Skill
    Active

    Active Directory pentest methodology for Claude Code: skills, agents and slash commands for internal AD red-team work (Kerberoasting, ADCS ESC1-17, DCSync, ACL abuse, NTLM relay, delegation), with per-technique OPSEC/telemetry notes. Drives…

    License: MIT
    • active-directory
    • active-directory-security
    • adcs
    • bloodhound
    • claude

    githubmeasured growthOpen source ↗

    Install /plugin marketplace add ADScanPro/Claude-AD

    143GitHub stars+13 (+10.0 %)
  11. 11

    Agent
    Active

    Autonomous Hacking Agent for Red Team

    PythonLicense: Apache-2.0
    • agent
    • ai
    • cybersecurity
    • generative-ai
    • hacking

    githubmeasured growthOpen source ↗

    5 410GitHub stars+45 (+0.84 %)
  12. 12

    CLI
    Active

    Find secrets with Gitleaks 🔑

    GoLicense: MIT
    • ai-powered
    • ci-cd
    • cicd
    • cli
    • data-loss-prevention

    githubmeasured growthOpen source ↗

    29 044GitHub stars+62 (+0.21 %)
  13. 13

    Other
    Active

    Cyberful is an open-source AI Red Team for discovering, exploiting, verifying, and remediating vulnerabilities.

    TypeScriptLicense: AGPL-3.0
    • agents
    • ai-hacking
    • ai-penetration-testing
    • ai-pentesting
    • bug-bounty

    githubmeasured growthOpen source ↗

    119GitHub stars+9 (+8.2 %)
  14. 14

    Other
    Active

    An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.

    PythonLicense: MIT
    • debugging
    • http
    • http2
    • man-in-the-middle
    • mitmproxy

    githubmeasured growthOpen source ↗

    44 892GitHub stars+62 (+0.14 %)
  15. 15

    Other
    Active

    KeePassXC is a cross-platform community-driven port of the Windows application “KeePass Password Safe”.

    C++
    • cross-platform
    • hacktoberfest
    • keepass
    • keepassxc
    • linux

    githubmeasured growthOpen source ↗

    28 659GitHub stars+57 (+0.20 %)
  16. 16

    Other
    Active

    The Single Sign-On Multi-Factor portal for web apps, now OpenID Certified™

    GoLicense: Apache-2.0
    • 2fa
    • authentication
    • docker
    • golang
    • kubernetes

    githubmeasured growthOpen source ↗

    28 777GitHub stars+55 (+0.19 %)
  17. 17

    Other
    Active

    An open-source user mode debugger for Windows. Optimized for reverse engineering and malware analysis.

    C++
    • binary-analysis
    • ctf
    • cybersecurity
    • debugger
    • debugging

    githubmeasured growthOpen source ↗

    49 381GitHub stars+57 (+0.12 %)
  18. 18

    Skill
    Active

    claude-red is a curated library of offensive security skills designed for the Claude skills system. Each skill is a structured SKILL.md file that primes Claude with expert-level methodology for a specific attack surface — from SQLi to…

    PythonLicense: MIT
    • claude-ai
    • claude-pt
    • claude-skills
    • redteam
    • redteam-tools

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/SnailSploit/Claude-Red ~/.claude/skills/Claude-Red

    3 018GitHub stars+32 (+1.1 %)
  19. 19

    Skill
    Active

    Agent skills for solving CTF challenges - web exploitation, binary pwn, crypto, reverse engineering, forensics, OSINT, and more

    PythonLicense: MIT
    • agent-skills
    • claude-code
    • claude-code-skills
    • codex
    • codex-cli

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/ljagiello/ctf-skills ~/.claude/skills/ctf-skills

    3 153GitHub stars+32 (+1.0 %)
  20. 20

    Other
    Active

    Recon & pentest skill pack. CORS, XSS, SQLi, SSRF, RCE, WordPress, MCP, cloud, subdomain takeover, and more. Field-tested. MIT. Full write-up at hiago.sh

    PythonLicense: MIT
    • bug-bounty
    • cloud-security
    • cors-exploitation
    • firebase-hacking
    • hermes-agent

    githubmeasured growthOpen source ↗

    1 225GitHub stars+23 (+1.9 %)
  21. 21

    Other
    Active

    PoCs and exploits for CVEs discovered by NebuSec.

    CLicense: Apache-2.0

      githubmeasured growthOpen source ↗

      1 472GitHub stars+23 (+1.6 %)
    • 22

      Other
      Active

      Chrome/Edge 浏览器扩展，5 规则实时检测银狐木马钓鱼仿冒网站。域名仿冒 · ICP备案核查 · 下载拦截 · 链接分析 · 代码工程化 — 零依赖 Manifest V3。

      JavaScriptLicense: MIT
      • anti-phishing
      • browser-extension
      • chrome-extension
      • cybersecurity
      • download-protection

      githubmeasured growthOpen source ↗

      255GitHub stars+11 (+4.5 %)

    Learning resources

    Ranked by measured growth, normalized across sources. These resources remain available separately and do not take part in the main tool ranking.

    1. 1

      Cybersecurity-Projects

      Other
      ActiveOpen source ↗

      Building 70 Projects ranging from beginner to advanced so anyone can — learn from, build upon, use as a reference, or even copy directly. Gamified Cybersecurity learning 👇

      GoLicense: AGPL-3.0
      • ai
      • certification
      • cloud-engineering
      • cyber
      • cybersecurity
      githubResourcemeasured growth
      6 643GitHub stars+243 (+3.8 %)
    2. 2

      awesome-osint-arsenal

      Other
      ActiveOpen source ↗

      OSINT & recon toolkit // 100+ tools, one-command installer, SOCMINT, GEOINT, network recon, dark web, forensics & more.

      ShellLicense: MIT
      • cybersecurity
      • data-breach
      • ethical-hacking
      • goverment-data
      • hacking
      githubResourcemeasured growth
      2 682GitHub stars+64 (+2.4 %)
    3. 3

      PayloadsAllTheThings

      App
      ActiveOpen source ↗

      A list of useful payloads and bypass for Web Application Security and Pentest/CTF

      PythonLicense: MIT
      • bounty
      • bugbounty
      • bypass
      • cheatsheet
      • enumeration
      githubResourcemeasured growth
      80 561GitHub stars+119 (+0.15 %)